13 Publikationen
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982807Exploring spiking neural networks: a comprehensive analysis of mathematical models and applicationsPUB | PDF | DOI | WoS | PubMed | Europe PMC
Ullah, Sana, Exploring spiking neural networks: a comprehensive analysis of mathematical models and applications. Frontiers in Computational Neuroscience 17 (). , 2023 -
2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2985715Digit Recognition Using Spiking Neural Networks on FPGAPUB | DOI
Koravuna, Shamini, Digit Recognition Using Spiking Neural Networks on FPGA. Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I (). Cham, 2023 -
2023 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2985713Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain AnalysisPUB | DOI | Download (ext.)
Ullah, Sana, Analysis of MR Images for Early and Accurate Detection of Brain Tumor using Resource Efficient Simulator Brain Analysis. 19th International Conference on Machine Learning and Data Mining MLDM (). New York USA, 2023 -
2023 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2985712A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image InpaintingPUB | DOI | Download (ext.)
Ullah, Sana, A Hybrid Spiking-Convolutional Neural Network Approach for Advancing High-Quality Image Inpainting. International Conference on Computer Vision (ICCV) 2023 (). Paris France , 2023 -
2023 | Konferenzbeitrag | Angenommen | PUB-ID: 2985188A Novel Spike Vision Approach for Robust Multi-Object Detection using SNNsPUB | DOI | Download (ext.) | Preprint
Ullah, Sana, A Novel Spike Vision Approach for Robust Multi-Object Detection using SNNs. (). , 2023 -
2023 | Konferenzbeitrag | PUB-ID: 2983660Transforming Event-Based into Spike-Rate Datasets for Enhancing Neuronal Behavior Simulation to Bridging the Gap for SNNsPUB | DOI
Ullah, Sana, Transforming Event-Based into Spike-Rate Datasets for Enhancing Neuronal Behavior Simulation to Bridging the Gap for SNNs. (). Paris France , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982808Evaluation of Spiking Neural Nets-Based Image Classification Using the Runtime Simulator RAVSimPUB | DOI | WoS | PubMed | Europe PMC
Ullah, Sana, Evaluation of Spiking Neural Nets-Based Image Classification Using the Runtime Simulator RAVSim. International Journal of Neural Systems 33 (09). , 2023 -
2023 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2982810Evaluating Spiking Neural Network Models: A Comparative Performance AnalysisPUB | DOI
Ullah, Sana, Evaluating Spiking Neural Network Models: A Comparative Performance Analysis. (). Bielefeld , 2023 -
2023 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2982811Design-Space Exploration of SNN Models using Application-Specific Multi-Core ArchitecturesPUB | DOI
Ullah, Sana, Design-Space Exploration of SNN Models using Application-Specific Multi-Core Architectures. (). University of Texas at San Antonio, 2023 -
2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982809Streamlined Training of GCN for Node Classification with Automatic Loss Function and Optimizer SelectionPUB | DOI
Ullah, Sana, Streamlined Training of GCN for Node Classification with Automatic Loss Function and Optimizer Selection. Engineering Applications of Neural Networks. 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings (). Cham, 2023 -
2022 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2982814Real-Time Resource Efficient Simulator for SNNs-based Model ExperimentationPUB | DOI
Ullah, Sana, Real-Time Resource Efficient Simulator for SNNs-based Model Experimentation. (). Bielefeld , 2022 -
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2979461SNNs Model Analyzing and Visualizing Experimentation Using RAVSimPUB | DOI | Download (ext.)
Ullah, Sana, SNNs Model Analyzing and Visualizing Experimentation Using RAVSim. Engineering Applications of Neural Networks. 23rd International Conference, EAAAI/EANN 2022, Chersonissos, Crete, Greece, June 17–20, 2022, Proceedings (). Cham, 2022 -
2022 | Preprint | PUB-ID: 2982804NireHApS: Neuro-Inspired and Resource-Efficient Hardware-Architectures for Plastic SNNsPUB | DOI
Ullah, Sana, NireHApS: Neuro-Inspired and Resource-Efficient Hardware-Architectures for Plastic SNNs. (). , 2022